Pandas Profiling Report

Dataset statistics

Number of variables	27
Number of observations	3553
Missing cells	5389
Missing cells (%)	5.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	749.6 KiB
Average record size in memory	216.0 B

Variable types

Categorical	14
Numeric	13

Alerts

`property_type` has constant value "rumah"	Constant
`url` has a high cardinality: 3552 distinct values	High cardinality
`title` has a high cardinality: 3342 distinct values	High cardinality
`address` has a high cardinality: 397 distinct values	High cardinality
`district` has a high cardinality: 380 distinct values	High cardinality
`facilities` has a high cardinality: 2024 distinct values	High cardinality
`ads_id` has a high cardinality: 3457 distinct values	High cardinality
`price_in_rp` is highly overall correlated with `bedrooms` and 5 other fields	High correlation
`bedrooms` is highly overall correlated with `price_in_rp` and 3 other fields	High correlation
`bathrooms` is highly overall correlated with `price_in_rp` and 5 other fields	High correlation
`land_size_m2` is highly overall correlated with `price_in_rp` and 7 other fields	High correlation
`building_size_m2` is highly overall correlated with `price_in_rp` and 7 other fields	High correlation
`maid_bedrooms` is highly overall correlated with `price_in_rp` and 4 other fields	High correlation
`maid_bathrooms` is highly overall correlated with `price_in_rp` and 4 other fields	High correlation
`building_age` is highly overall correlated with `land_size_m2` and 2 other fields	High correlation
`year_built` is highly overall correlated with `land_size_m2` and 2 other fields	High correlation
`property_condition` is highly overall correlated with `furnishing`	High correlation
`furnishing` is highly overall correlated with `property_condition`	High correlation
`certificate` is highly imbalanced (67.3%)	Imbalance
`certificate` has 141 (4.0%) missing values	Missing
`building_age` has 1445 (40.7%) missing values	Missing
`year_built` has 1445 (40.7%) missing values	Missing
`property_condition` has 246 (6.9%) missing values	Missing
`building_orientation` has 1647 (46.4%) missing values	Missing
`furnishing` has 387 (10.9%) missing values	Missing
`price_in_rp` is highly skewed (γ1 = 24.73565608)	Skewed
`bedrooms` is highly skewed (γ1 = 20.33439704)	Skewed
`url` is uniformly distributed	Uniform
`title` is uniformly distributed	Uniform
`ads_id` is uniformly distributed	Uniform
`carports` has 757 (21.3%) zeros	Zeros
`maid_bedrooms` has 2078 (58.5%) zeros	Zeros
`maid_bathrooms` has 2313 (65.1%) zeros	Zeros
`building_age` has 1051 (29.6%) zeros	Zeros
`garages` has 1921 (54.1%) zeros	Zeros

Reproduction

Analysis started	2023-07-11 06:45:54.233563
Analysis finished	2023-07-11 06:46:41.972674
Duration	47.74 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

url
Categorical

HIGH CARDINALITY UNIFORM

Distinct	3552
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

https://www.rumah123.com/properti/tangerang/hos10121234/#qid~ee681e3d-c9e4-4718-ac4c-a651ac12aa71	2
https://www.rumah123.com/properti/bekasi/hos11360272/#qid~213b5619-a399-47b3-bfcf-faaef6b542d5	1
https://www.rumah123.com/properti/jakarta-barat/hos4450838/#qid~ee7b0714-b8af-457d-8e16-f025e4b2e8e5	1
https://www.rumah123.com/properti/jakarta-selatan/hos10897593/#qid~db4a0dd4-d128-4cdc-898f-1d244eba949e	1
https://www.rumah123.com/properti/jakarta-barat/hos8640085/#qid~0b155e4a-0b02-4141-8d37-4c7bf7a39207	1
Other values (3547)	3547

Length

Max length	103
Median length	102
Mean length	95.764706
Min length	92

Characters and Unicode

Total characters	340252
Distinct characters	38
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3551 ?
Unique (%)	99.9%

Sample

1st row	https://www.rumah123.com/properti/bekasi/hos11360272/#qid~213b5619-a399-47b3-bfcf-faaef6b542d5
2nd row	https://www.rumah123.com/properti/bekasi/hos10680347/#qid~748f5d2d-8d3a-4a4e-a1b4-37c7be7ffc25
3rd row	https://www.rumah123.com/properti/bekasi/hos10685867/#qid~f6c2cf9d-44fa-4c1a-8749-8ee96b116e93
4th row	https://www.rumah123.com/properti/bekasi/hos10927790/#qid~f6c2cf9d-44fa-4c1a-8749-8ee96b116e93
5th row	https://www.rumah123.com/properti/bekasi/hos10785530/#qid~1807f915-9393-4e9c-a6d6-eb3d73117a15

Common Values

Value	Count	Frequency (%)
https://www.rumah123.com/properti/tangerang/hos10121234/#qid~ee681e3d-c9e4-4718-ac4c-a651ac12aa71	2	0.1%
https://www.rumah123.com/properti/bekasi/hos11360272/#qid~213b5619-a399-47b3-bfcf-faaef6b542d5	1	< 0.1%
https://www.rumah123.com/properti/jakarta-barat/hos4450838/#qid~ee7b0714-b8af-457d-8e16-f025e4b2e8e5	1	< 0.1%
https://www.rumah123.com/properti/jakarta-selatan/hos10897593/#qid~db4a0dd4-d128-4cdc-898f-1d244eba949e	1	< 0.1%
https://www.rumah123.com/properti/jakarta-barat/hos8640085/#qid~0b155e4a-0b02-4141-8d37-4c7bf7a39207	1	< 0.1%
https://www.rumah123.com/properti/jakarta-barat/hos11163222/#qid~0b155e4a-0b02-4141-8d37-4c7bf7a39207	1	< 0.1%
https://www.rumah123.com/properti/jakarta-barat/hos11172290/#qid~0b155e4a-0b02-4141-8d37-4c7bf7a39207	1	< 0.1%
https://www.rumah123.com/properti/jakarta-barat/hos10120187/#qid~1f9919b6-2578-4678-aa91-e24953424d5d	1	< 0.1%
https://www.rumah123.com/properti/jakarta-barat/hos11139210/#qid~1f9919b6-2578-4678-aa91-e24953424d5d	1	< 0.1%
https://www.rumah123.com/properti/jakarta-barat/hos11001422/#qid~9c272ab4-9313-4551-bc35-3884bf64db60	1	< 0.1%
Other values (3542)	3542	99.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://www.rumah123.com/properti/tangerang/hos10121234/#qid~ee681e3d-c9e4-4718-ac4c-a651ac12aa71	2	0.1%
https://www.rumah123.com/properti/bekasi/hos11062997/#qid~28f37bc1-ecdd-40b0-9d22-cc1f698abc43	1	< 0.1%
https://www.rumah123.com/properti/bekasi/hos9769480/#qid~28f37bc1-ecdd-40b0-9d22-cc1f698abc43	1	< 0.1%
https://www.rumah123.com/properti/bekasi/hos10685867/#qid~f6c2cf9d-44fa-4c1a-8749-8ee96b116e93	1	< 0.1%
https://www.rumah123.com/properti/bekasi/hos10927790/#qid~f6c2cf9d-44fa-4c1a-8749-8ee96b116e93	1	< 0.1%
https://www.rumah123.com/properti/bekasi/hos10785530/#qid~1807f915-9393-4e9c-a6d6-eb3d73117a15	1	< 0.1%
https://www.rumah123.com/properti/bekasi/hos11177142/#qid~1807f915-9393-4e9c-a6d6-eb3d73117a15	1	< 0.1%
https://www.rumah123.com/properti/bekasi/hos10720117/#qid~35c27ac2-b166-4762-83af-d2178576ef1b	1	< 0.1%
https://www.rumah123.com/properti/bekasi/hos10753439/#qid~35c27ac2-b166-4762-83af-d2178576ef1b	1	< 0.1%
https://www.rumah123.com/properti/bekasi/hos11127849/#qid~35c27ac2-b166-4762-83af-d2178576ef1b	1	< 0.1%
Other values (3542)	3542	99.7%

Most occurring characters

Value	Count	Frequency (%)
/	21318	6.3%
1	17411	5.1%
a	17195	5.1%
-	14921	4.4%
r	13531	4.0%
3	13082	3.8%
o	12947	3.8%
t	12928	3.8%
2	12661	3.7%
e	11885	3.5%
Other values (28)	192373	56.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	175734	51.6%
Decimal Number	110514	32.5%
Other Punctuation	35530	10.4%
Dash Punctuation	14921	4.4%
Math Symbol	3553	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	17195	9.8%
r	13531	7.7%
o	12947	7.4%
t	12928	7.4%
e	11885	6.8%
p	11223	6.4%
d	10919	6.2%
h	10659	6.1%
w	10659	6.1%
c	10453	5.9%
Other values (12)	53335	30.3%

Decimal Number

Value	Count	Frequency (%)
1	17411	15.8%
3	13082	11.8%
2	12661	11.5%
4	11700	10.6%
8	9814	8.9%
9	9722	8.8%
0	9578	8.7%
6	9351	8.5%
5	8616	7.8%
7	8579	7.8%

Other Punctuation

Value	Count	Frequency (%)
/	21318	60.0%
.	7106	20.0%
:	3553	10.0%
#	3553	10.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14921	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3553	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	175734	51.6%
Common	164518	48.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	17195	9.8%
r	13531	7.7%
o	12947	7.4%
t	12928	7.4%
e	11885	6.8%
p	11223	6.4%
d	10919	6.2%
h	10659	6.1%
w	10659	6.1%
c	10453	5.9%
Other values (12)	53335	30.3%

Common

Value	Count	Frequency (%)
/	21318	13.0%
1	17411	10.6%
-	14921	9.1%
3	13082	8.0%
2	12661	7.7%
4	11700	7.1%
8	9814	6.0%
9	9722	5.9%
0	9578	5.8%
6	9351	5.7%
Other values (6)	34960	21.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	340252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	21318	6.3%
1	17411	5.1%
a	17195	5.1%
-	14921	4.4%
r	13531	4.0%
3	13082	3.8%
o	12947	3.8%
t	12928	3.8%
2	12661	3.7%
e	11885	3.5%
Other values (28)	192373	56.5%

price_in_rp
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	660
Distinct (%)	18.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.1916848 × 10⁹

Minimum	42000000
Maximum	5.8 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	42000000
5-th percentile	4 × 10⁸
Q1	8 × 10⁸
median	1.5 × 10⁹
Q3	3.59 × 10⁹
95-th percentile	1.55 × 10¹⁰
Maximum	5.8 × 10¹¹
Range	5.79958 × 10¹¹
Interquartile range (IQR)	2.79 × 10⁹

Descriptive statistics

Standard deviation	1.3750674 × 10¹⁰
Coefficient of variation (CV)	3.2804647
Kurtosis	915.55866
Mean	4.1916848 × 10⁹
Median Absolute Deviation (MAD)	9 × 10⁸
Skewness	24.735656
Sum	1.4893056 × 10¹³
Variance	1.8908103 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1350000000	60	1.7%
1200000000	54	1.5%
3500000000	47	1.3%
1500000000	46	1.3%
900000000	40	1.1%
800000000	39	1.1%
4500000000	38	1.1%
1300000000	37	1.0%
1400000000	36	1.0%
1800000000	35	1.0%
Other values (650)	3121	87.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
42000000	2	0.1%
70000000	1	< 0.1%
75000000	1	< 0.1%
85000000	3	0.1%
100000000	3	0.1%
125000000	3	0.1%
130000000	1	< 0.1%
135000000	2	0.1%
145000000	1	< 0.1%
150000000	3	0.1%

Value	Count	Frequency (%)
5.8 × 10¹¹	1	< 0.1%
2.5 × 10¹¹	1	< 0.1%
1.75 × 10¹¹	2	0.1%
1.5 × 10¹¹	1	< 0.1%
1.1 × 10¹¹	1	< 0.1%
1.08 × 10¹¹	1	< 0.1%
1.06 × 10¹¹	1	< 0.1%
1 × 10¹¹	1	< 0.1%
8.5 × 10¹⁰	2	0.1%
8.28 × 10¹⁰	1	< 0.1%

title
Categorical

HIGH CARDINALITY UNIFORM

Distinct	3342
Distinct (%)	94.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

Sentul City,bogor	21
Gracia Ayu Rumah 2 Lantai 3 Kamar Tidur Strategis 2 Menit Stasiun Cibitung	10
Rumah 2 Lantai Bagus Semi Furnished SHM di Sentul City , Bogor	9
Gracia Ayu Rumah 2 Lantai 3 Kamar Tidur Strategis 8 Menit Tol Cibitung	8
Rumah Mewah 2 Lantai Model Scandinavian Modern Cinere Krukut. Lokasi 50 Meter Dari Jalan Raya Krukut	5
Other values (3337)	3500

Length

Max length	255
Median length	143
Mean length	58.270476
Min length	9

Characters and Unicode

Total characters	207035
Distinct characters	86
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3187 ?
Unique (%)	89.7%

Sample

1st row	Rumah cantik Sumarecon Bekasi Lingkungan asri, tenang & nyaman
2nd row	Rumah Kekinian, Magenta Summarecon Bekasi
3rd row	Rumah Cantik 2 Lantai Cluster Bluebell Summarecon Bekasi
4th row	Rumah Mewah 2Lantai L10x18 C di Cluster VERNONIA Summarecon Bekasi..
5th row	Rumah Hoek di Cluster Maple Summarecon Bekasi, Bekasi

Common Values

Value	Count	Frequency (%)
Sentul City,bogor	21	0.6%
Gracia Ayu Rumah 2 Lantai 3 Kamar Tidur Strategis 2 Menit Stasiun Cibitung	10	0.3%
Rumah 2 Lantai Bagus Semi Furnished SHM di Sentul City , Bogor	9	0.3%
Gracia Ayu Rumah 2 Lantai 3 Kamar Tidur Strategis 8 Menit Tol Cibitung	8	0.2%
Rumah Mewah 2 Lantai Model Scandinavian Modern Cinere Krukut. Lokasi 50 Meter Dari Jalan Raya Krukut	5	0.1%
Rumah Bagus Unfurnished SHM di Sentul City , Bogor	5	0.1%
Rumah 2 Lantai Baru Unfurnished di Sentul City , Bogor	3	0.1%
Andre Tjhia Meruya Luxurious House High Celling Fasad Sangat Istimewa	3	0.1%
Rumah Bagus Semi Furnished SHM di Sentul City , Bogor	3	0.1%
Rumah Lux 2 Lantai Brand New Dekat ke Stasiun Depok Lama	3	0.1%
Other values (3332)	3483	98.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
rumah	3235	9.2%
di	2039	5.8%
siap	876	2.5%
lantai	792	2.3%
2	780	2.2%
harga	743	2.1%
dekat	741	2.1%
kpr	592	1.7%
huni	575	1.6%
all	553	1.6%
Other values (2636)	24138	68.8%

Most occurring characters

Value	Count	Frequency (%)
	31653	15.3%
a	25265	12.2%
i	12680	6.1%
n	10273	5.0%
e	9461	4.6%
u	9436	4.6%
r	8974	4.3%
t	7159	3.5%
m	6115	3.0%
l	5831	2.8%
Other values (76)	80188	38.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	132567	64.0%
Uppercase Letter	38084	18.4%
Space Separator	31653	15.3%
Decimal Number	3008	1.5%
Other Punctuation	1527	0.7%
Dash Punctuation	75	< 0.1%
Math Symbol	55	< 0.1%
Control	20	< 0.1%
Open Punctuation	15	< 0.1%
Close Punctuation	15	< 0.1%
Other values (2)	16	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	25265	19.1%
i	12680	9.6%
n	10273	7.7%
e	9461	7.1%
u	9436	7.1%
r	8974	6.8%
t	7159	5.4%
m	6115	4.6%
l	5831	4.4%
s	5787	4.4%
Other values (16)	31586	23.8%

Uppercase Letter

Value	Count	Frequency (%)
R	4413	11.6%
S	3421	9.0%
A	3215	8.4%
B	2921	7.7%
D	2501	6.6%
M	2377	6.2%
H	2311	6.1%
L	1915	5.0%
C	1906	5.0%
T	1896	5.0%
Other values (16)	11208	29.4%

Other Punctuation

Value	Count	Frequency (%)
,	954	62.5%
.	300	19.6%
!	173	11.3%
:	20	1.3%
&	20	1.3%
/	19	1.2%
%	15	1.0%
@	11	0.7%
'	7	0.5%
*	5	0.3%
Other values (2)	3	0.2%

Decimal Number

Value	Count	Frequency (%)
2	1116	37.1%
1	485	16.1%
0	338	11.2%
5	285	9.5%
3	258	8.6%
8	136	4.5%
4	123	4.1%
6	99	3.3%
7	97	3.2%
9	71	2.4%

Math Symbol

Value	Count	Frequency (%)
+	20	36.4%
\|	19	34.5%
~	16	29.1%

Other Number

Value	Count	Frequency (%)
²	9	90.0%
¼	1	10.0%

Other Symbol

Value	Count	Frequency (%)
✅	3	50.0%
✓	3	50.0%

Space Separator

Value	Count	Frequency (%)
	31653	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	75	100.0%

Control

Value	Count	Frequency (%)
	20	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	15	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	170651	82.4%
Common	36384	17.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	25265	14.8%
i	12680	7.4%
n	10273	6.0%
e	9461	5.5%
u	9436	5.5%
r	8974	5.3%
t	7159	4.2%
m	6115	3.6%
l	5831	3.4%
s	5787	3.4%
Other values (42)	69670	40.8%

Common

Value	Count	Frequency (%)
	31653	87.0%
2	1116	3.1%
,	954	2.6%
1	485	1.3%
0	338	0.9%
.	300	0.8%
5	285	0.8%
3	258	0.7%
!	173	0.5%
8	136	0.4%
Other values (24)	686	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	207019	> 99.9%
None	10	< 0.1%
Dingbats	6	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	31653	15.3%
a	25265	12.2%
i	12680	6.1%
n	10273	5.0%
e	9461	4.6%
u	9436	4.6%
r	8974	4.3%
t	7159	3.5%
m	6115	3.0%
l	5831	2.8%
Other values (72)	80172	38.7%

None

Value	Count	Frequency (%)
²	9	90.0%
¼	1	10.0%

Dingbats

Value	Count	Frequency (%)
✅	3	50.0%
✓	3	50.0%

address
Categorical

Distinct	397
Distinct (%)	11.2%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

Sentul City, Bogor	282
Alam Sutera, Tangerang	115
Gading Serpong, Tangerang	97
Pantai Indah Kapuk, Jakarta Utara	94
BSD, Tangerang	83
Other values (392)	2882

Length

Max length	43
Median length	34
Mean length	19.794258
Min length	11

Characters and Unicode

Total characters	70329
Distinct characters	50
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	134 ?
Unique (%)	3.8%

Sample

1st row	Summarecon Bekasi, Bekasi
2nd row	Summarecon Bekasi, Bekasi
3rd row	Summarecon Bekasi, Bekasi
4th row	Summarecon Bekasi, Bekasi
5th row	Summarecon Bekasi, Bekasi

Common Values

Value	Count	Frequency (%)
Sentul City, Bogor	282	7.9%
Alam Sutera, Tangerang	115	3.2%
Gading Serpong, Tangerang	97	2.7%
Pantai Indah Kapuk, Jakarta Utara	94	2.6%
BSD, Tangerang	83	2.3%
BSD City, Tangerang	76	2.1%
Sawangan, Depok	75	2.1%
Harapan Indah, Bekasi	74	2.1%
Cinere, Depok	68	1.9%
Cibinong, Bogor	66	1.9%
Other values (387)	2523	71.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bogor	899	9.1%
tangerang	865	8.7%
bekasi	712	7.2%
jakarta	709	7.2%
depok	529	5.4%
city	378	3.8%
sentul	295	3.0%
selatan	258	2.6%
bsd	257	2.6%
barat	230	2.3%
Other values (392)	4755	48.1%

Most occurring characters

Value	Count	Frequency (%)
a	11054	15.7%
	6334	9.0%
n	5184	7.4%
r	4517	6.4%
e	4141	5.9%
g	4082	5.8%
,	3553	5.1%
o	3377	4.8%
i	3158	4.5%
t	2962	4.2%
Other values (40)	21967	31.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	50034	71.1%
Uppercase Letter	10406	14.8%
Space Separator	6334	9.0%
Other Punctuation	3553	5.1%
Decimal Number	1	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	11054	22.1%
n	5184	10.4%
r	4517	9.0%
e	4141	8.3%
g	4082	8.2%
o	3377	6.7%
i	3158	6.3%
t	2962	5.9%
k	2578	5.2%
u	1870	3.7%
Other values (14)	7111	14.2%

Uppercase Letter

Value	Count	Frequency (%)
B	2345	22.5%
S	1389	13.3%
T	1165	11.2%
C	1148	11.0%
J	1010	9.7%
D	863	8.3%
P	529	5.1%
K	404	3.9%
G	354	3.4%
I	214	2.1%
Other values (12)	985	9.5%

Space Separator

Value	Count	Frequency (%)
	6334	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	3553	100.0%

Decimal Number

Value	Count	Frequency (%)
3	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60440	85.9%
Common	9889	14.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	11054	18.3%
n	5184	8.6%
r	4517	7.5%
e	4141	6.9%
g	4082	6.8%
o	3377	5.6%
i	3158	5.2%
t	2962	4.9%
k	2578	4.3%
B	2345	3.9%
Other values (36)	17042	28.2%

Common

Value	Count	Frequency (%)
	6334	64.1%
,	3553	35.9%
3	1	< 0.1%
-	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70329	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	11054	15.7%
	6334	9.0%
n	5184	7.4%
r	4517	6.4%
e	4141	5.9%
g	4082	5.8%
,	3553	5.1%
o	3377	4.8%
i	3158	4.5%
t	2962	4.2%
Other values (40)	21967	31.2%

district
Categorical

Distinct	380
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

Sentul City	282
Alam Sutera	115
Gading Serpong	97
Pantai Indah Kapuk	94
BSD	83
Other values (375)	2882

Length

Max length	32
Median length	25
Mean length	9.9397692
Min length	3

Characters and Unicode

Total characters	35316
Distinct characters	49
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	129 ?
Unique (%)	3.6%

Sample

1st row	Summarecon Bekasi
2nd row	Summarecon Bekasi
3rd row	Summarecon Bekasi
4th row	Summarecon Bekasi
5th row	Summarecon Bekasi

Common Values

Value	Count	Frequency (%)
Sentul City	282	7.9%
Alam Sutera	115	3.2%
Gading Serpong	97	2.7%
Pantai Indah Kapuk	94	2.6%
BSD	83	2.3%
BSD City	76	2.1%
Sawangan	75	2.1%
Harapan Indah	74	2.1%
Cinere	70	2.0%
Cibinong	66	1.9%
Other values (370)	2521	71.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
city	378	6.7%
sentul	295	5.2%
bsd	257	4.6%
indah	191	3.4%
gading	127	2.3%
bekasi	126	2.2%
sutera	121	2.2%
alam	118	2.1%
serpong	114	2.0%
pantai	101	1.8%
Other values (390)	3797	67.5%

Most occurring characters

Value	Count	Frequency (%)
a	5449	15.4%
n	3242	9.2%
i	2477	7.0%
	2072	5.9%
e	1938	5.5%
u	1737	4.9%
r	1645	4.7%
t	1639	4.6%
g	1499	4.2%
S	1149	3.3%
Other values (39)	12469	35.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	27098	76.7%
Uppercase Letter	6144	17.4%
Space Separator	2072	5.9%
Decimal Number	1	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	5449	20.1%
n	3242	12.0%
i	2477	9.1%
e	1938	7.2%
u	1737	6.4%
r	1645	6.1%
t	1639	6.0%
g	1499	5.5%
o	1089	4.0%
l	889	3.3%
Other values (14)	5494	20.3%

Uppercase Letter

Value	Count	Frequency (%)
S	1149	18.7%
C	1148	18.7%
B	672	10.9%
P	491	8.0%
K	404	6.6%
G	354	5.8%
D	337	5.5%
J	301	4.9%
T	219	3.6%
I	214	3.5%
Other values (12)	855	13.9%

Space Separator

Value	Count	Frequency (%)
	2072	100.0%

Decimal Number

Value	Count	Frequency (%)
3	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	33242	94.1%
Common	2074	5.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	5449	16.4%
n	3242	9.8%
i	2477	7.5%
e	1938	5.8%
u	1737	5.2%
r	1645	4.9%
t	1639	4.9%
g	1499	4.5%
S	1149	3.5%
C	1148	3.5%
Other values (36)	11319	34.1%

Common

Value	Count	Frequency (%)
	2072	99.9%
3	1	< 0.1%
-	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	35316	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	5449	15.4%
n	3242	9.2%
i	2477	7.0%
	2072	5.9%
e	1938	5.5%
u	1737	4.9%
r	1645	4.7%
t	1639	4.6%
g	1499	4.2%
S	1149	3.3%
Other values (39)	12469	35.3%

city
Categorical

Distinct	9
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

Bogor	881
Tangerang	851
Bekasi	586
Depok	526
Jakarta Selatan	240
Other values (4)	469

Length

Max length	16
Median length	14
Mean length	8.8544892
Min length	6

Characters and Unicode

Total characters	31460
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Bekasi
2nd row	Bekasi
3rd row	Bekasi
4th row	Bekasi
5th row	Bekasi

Common Values

Value	Count	Frequency (%)
Bogor	881	24.8%
Tangerang	851	24.0%
Bekasi	586	16.5%
Depok	526	14.8%
Jakarta Selatan	240	6.8%
Jakarta Barat	206	5.8%
Jakarta Utara	130	3.7%
Jakarta Timur	95	2.7%
Jakarta Pusat	38	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
bogor	881	20.7%
tangerang	851	20.0%
jakarta	709	16.6%
bekasi	586	13.7%
depok	526	12.3%
selatan	240	5.6%
barat	206	4.8%
utara	130	3.1%
timur	95	2.2%
pusat	38	0.9%

Most occurring characters

Value	Count	Frequency (%)
a	5605	17.8%
	4262	13.5%
r	2872	9.1%
g	2583	8.2%
o	2288	7.3%
e	2203	7.0%
n	1942	6.2%
k	1821	5.8%
B	1673	5.3%
t	1323	4.2%
Other values (12)	4888	15.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	22936	72.9%
Space Separator	4262	13.5%
Uppercase Letter	4262	13.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	5605	24.4%
r	2872	12.5%
g	2583	11.3%
o	2288	10.0%
e	2203	9.6%
n	1942	8.5%
k	1821	7.9%
t	1323	5.8%
i	681	3.0%
s	624	2.7%
Other values (4)	994	4.3%

Uppercase Letter

Value	Count	Frequency (%)
B	1673	39.3%
T	946	22.2%
J	709	16.6%
D	526	12.3%
S	240	5.6%
U	130	3.1%
P	38	0.9%

Space Separator

Value	Count	Frequency (%)
	4262	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	27198	86.5%
Common	4262	13.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	5605	20.6%
r	2872	10.6%
g	2583	9.5%
o	2288	8.4%
e	2203	8.1%
n	1942	7.1%
k	1821	6.7%
B	1673	6.2%
t	1323	4.9%
T	946	3.5%
Other values (11)	3942	14.5%

Common

Value	Count	Frequency (%)
	4262	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31460	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	5605	17.8%
	4262	13.5%
r	2872	9.1%
g	2583	8.2%
o	2288	7.3%
e	2203	7.0%
n	1942	6.2%
k	1821	5.8%
B	1673	5.3%
t	1323	4.2%
Other values (12)	4888	15.5%

lat
Real number (ℝ)

Distinct	389
Distinct (%)	10.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-6.3247212

Minimum	-6.8948278
Maximum	-6.1024783
Zeros	0
Zeros (%)	0.0%
Negative	3553
Negative (%)	100.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	-6.8948278
5-th percentile	-6.544858
Q1	-6.397933
median	-6.3007333
Q3	-6.231754
95-th percentile	-6.1461656
Maximum	-6.1024783
Range	0.7923495
Interquartile range (IQR)	0.166179

Descriptive statistics

Standard deviation	0.12924525
Coefficient of variation (CV)	-0.020434932
Kurtosis	-0.058340186
Mean	-6.3247212
Median Absolute Deviation (MAD)	0.0875163
Skewness	-0.5762973
Sum	-22471.734
Variance	0.016704334
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-6.5183495	293	8.2%
-6.3007333	159	4.5%
-6.2623791	115	3.2%
-6.2433511	97	2.7%
-6.1024783	94	2.6%
-6.397933	75	2.1%
-6.1817523	74	2.1%
-6.332401	70	2.0%
-6.4824535	66	1.9%
-6.387334	52	1.5%
Other values (379)	2458	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6.8948278	3	0.1%
-6.7648805	2	0.1%
-6.7213695	8	0.2%
-6.7028187	6	0.2%
-6.6854146	1	< 0.1%
-6.681057	1	< 0.1%
-6.67582	5	0.1%
-6.6717395	6	0.2%
-6.6655435	3	0.1%
-6.6622971	1	< 0.1%

Value	Count	Frequency (%)
-6.1024783	94	2.6%
-6.1096059	5	0.1%
-6.10988	7	0.2%
-6.115513	1	< 0.1%
-6.116632	3	0.1%
-6.1204935	1	< 0.1%
-6.12097	19	0.5%
-6.1230849	2	0.1%
-6.1259024	1	< 0.1%
-6.1263046	22	0.6%

long
Real number (ℝ)

Distinct	390
Distinct (%)	11.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	106.79288

Minimum	106.40231
Maximum	109.77169
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	106.40231
5-th percentile	106.52202
Q1	106.68729
median	106.79995
Q3	106.87477
95-th percentile	107.00644
Maximum	109.77169
Range	3.3693769
Interquartile range (IQR)	0.1874711

Descriptive statistics

Standard deviation	0.17215909
Coefficient of variation (CV)	0.0016120839
Kurtosis	79.662912
Mean	106.79288
Median Absolute Deviation (MAD)	0.091245
Skewness	4.7662812
Sum	379435.11
Variance	0.029638752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
106.8512789	293	8.2%
106.586126	159	4.5%
106.5220235	115	3.2%
106.6174456	97	2.7%
106.7411903	94	2.6%
106.7679611	75	2.1%
106.9736839	74	2.1%
106.7907829	70	2.0%
106.8367054	66	1.9%
106.6872949	52	1.5%
Other values (380)	2458	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
106.4023145	2	0.1%
106.41202	3	0.1%
106.4368779	3	0.1%
106.469015	3	0.1%
106.4868765	1	< 0.1%
106.4879949	1	< 0.1%
106.49494	3	0.1%
106.4977165	15	0.4%
106.5037491	32	0.9%
106.5131048	25	0.7%

Value	Count	Frequency (%)
109.7716914	3	0.1%
108.5160663	2	0.1%
107.1542629	7	0.2%
107.1349794	1	< 0.1%
107.1247334	7	0.2%
107.1176339	3	0.1%
107.1036725	4	0.1%
107.0622475	6	0.2%
107.055555	21	0.6%
107.0535555	10	0.3%

facilities
Categorical

Distinct	2024
Distinct (%)	57.0%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

Keamanan, Taman	400
Taman, Keamanan	173
Keamanan 24 jam	57
Taman	46
Jalur Telepon	37
Other values (2019)	2840

Length

Max length	394
Median length	272
Mean length	69.616099
Min length	2

Characters and Unicode

Total characters	247346
Distinct characters	55
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1653 ?
Unique (%)	46.5%

Sample

1st row	Tempat Jemuran, Jalur Telepon, Taman, Taman
2nd row	Taman
3rd row	Jogging Track, Kolam Renang, Masjid, Taman, Jalur Telepon, Keamanan
4th row	Jalur Telepon, Jogging Track, Track Lari, Kolam Renang, Kolam Renang, Taman, Taman, CCTV, Jalur Telepon, Keamanan
5th row	Jogging Track, Kolam Renang, Taman, Jalur Telepon, Keamanan

Common Values

Value	Count	Frequency (%)
Keamanan, Taman	400	11.3%
Taman, Keamanan	173	4.9%
Keamanan 24 jam	57	1.6%
Taman	46	1.3%
Jalur Telepon	37	1.0%
Keamanan	34	1.0%
Tempat Jemuran	22	0.6%
Ac	17	0.5%
Taman, Tempat Jemuran, Keamanan 24 jam	15	0.4%
AC	15	0.4%
Other values (2014)	2737	77.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
keamanan	3719	10.6%
taman	3718	10.6%
track	2099	6.0%
ac	1962	5.6%
jalur	1601	4.6%
telepon	1601	4.6%
jam	1365	3.9%
24	1364	3.9%
tempat	1342	3.8%
cctv	1283	3.7%
Other values (98)	14908	42.6%

Most occurring characters

Value	Count	Frequency (%)
	40529	16.4%
a	37439	15.1%
n	21250	8.6%
,	18699	7.6%
e	15448	6.2%
m	13395	5.4%
T	10390	4.2%
r	7469	3.0%
l	6164	2.5%
g	5880	2.4%
Other values (45)	70683	28.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	148347	60.0%
Space Separator	40529	16.4%
Uppercase Letter	37012	15.0%
Other Punctuation	18699	7.6%
Decimal Number	2757	1.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	37439	25.2%
n	21250	14.3%
e	15448	10.4%
m	13395	9.0%
r	7469	5.0%
l	6164	4.2%
g	5880	4.0%
i	5088	3.4%
t	4861	3.3%
o	4659	3.1%
Other values (14)	26694	18.0%

Uppercase Letter

Value	Count	Frequency (%)
T	10390	28.1%
K	5443	14.7%
C	3711	10.0%
J	3689	10.0%
A	2569	6.9%
L	2033	5.5%
V	1421	3.8%
M	1294	3.5%
S	1235	3.3%
P	1071	2.9%
Other values (10)	4156	11.2%

Decimal Number

Value	Count	Frequency (%)
2	1376	49.9%
4	1367	49.6%
1	7	0.3%
0	3	0.1%
5	2	0.1%
3	1	< 0.1%
6	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	40529	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	18699	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	185359	74.9%
Common	61987	25.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	37439	20.2%
n	21250	11.5%
e	15448	8.3%
m	13395	7.2%
T	10390	5.6%
r	7469	4.0%
l	6164	3.3%
g	5880	3.2%
K	5443	2.9%
i	5088	2.7%
Other values (34)	57393	31.0%

Common

Value	Count	Frequency (%)
	40529	65.4%
,	18699	30.2%
2	1376	2.2%
4	1367	2.2%
1	7	< 0.1%
0	3	< 0.1%
5	2	< 0.1%
3	1	< 0.1%
6	1	< 0.1%
(	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	247346	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	40529	16.4%
a	37439	15.1%
n	21250	8.6%
,	18699	7.6%
e	15448	6.2%
m	13395	5.4%
T	10390	4.2%
r	7469	3.0%
l	6164	2.5%
g	5880	2.4%
Other values (45)	70683	28.6%

property_type
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	27.9 KiB

rumah	3552

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	17760
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	rumah
2nd row	rumah
3rd row	rumah
4th row	rumah
5th row	rumah

Common Values

Value	Count	Frequency (%)
rumah	3552	> 99.9%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
rumah	3552	100.0%

Most occurring characters

Value	Count	Frequency (%)
r	3552	20.0%
u	3552	20.0%
m	3552	20.0%
a	3552	20.0%
h	3552	20.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	17760	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	3552	20.0%
u	3552	20.0%
m	3552	20.0%
a	3552	20.0%
h	3552	20.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17760	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	3552	20.0%
u	3552	20.0%
m	3552	20.0%
a	3552	20.0%
h	3552	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17760	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	3552	20.0%
u	3552	20.0%
m	3552	20.0%
a	3552	20.0%
h	3552	20.0%

ads_id
Categorical

HIGH CARDINALITY UNIFORM

Distinct	3457
Distinct (%)	97.4%
Missing	4
Missing (%)	0.1%
Memory size	27.9 KiB

hos11004265	3
hos11368613	3
hos11368227	3
hos11074240	2
hos11279294	2
Other values (3452)	3536

Length

Max length	11
Median length	11
Mean length	10.910116
Min length	10

Characters and Unicode

Total characters	38720
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3368 ?
Unique (%)	94.9%

Sample

1st row	hos11360272
2nd row	hos10680347
3rd row	hos10685867
4th row	hos10927790
5th row	hos10785530

Common Values

Value	Count	Frequency (%)
hos11004265	3	0.1%
hos11368613	3	0.1%
hos11368227	3	0.1%
hos11074240	2	0.1%
hos11279294	2	0.1%
hos10990873	2	0.1%
hos11362404	2	0.1%
hos11366720	2	0.1%
hos10120187	2	0.1%
hos10966632	2	0.1%
Other values (3447)	3526	99.2%
(Missing)	4	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
hos11004265	3	0.1%
hos11368227	3	0.1%
hos11368613	3	0.1%
hos11356303	2	0.1%
hos11030932	2	0.1%
hos11334044	2	0.1%
hos11335357	2	0.1%
hos8169216	2	0.1%
hos11246635	2	0.1%
hos11201897	2	0.1%
Other values (3447)	3526	99.4%

Most occurring characters

Value	Count	Frequency (%)
1	7681	19.8%
h	3549	9.2%
o	3549	9.2%
s	3549	9.2%
0	3120	8.1%
3	2572	6.6%
6	2465	6.4%
2	2268	5.9%
9	2198	5.7%
8	2129	5.5%
Other values (3)	5640	14.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28073	72.5%
Lowercase Letter	10647	27.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	7681	27.4%
0	3120	11.1%
3	2572	9.2%
6	2465	8.8%
2	2268	8.1%
9	2198	7.8%
8	2129	7.6%
4	1909	6.8%
5	1903	6.8%
7	1828	6.5%

Lowercase Letter

Value	Count	Frequency (%)
h	3549	33.3%
o	3549	33.3%
s	3549	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	28073	72.5%
Latin	10647	27.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	7681	27.4%
0	3120	11.1%
3	2572	9.2%
6	2465	8.8%
2	2268	8.1%
9	2198	7.8%
8	2129	7.6%
4	1909	6.8%
5	1903	6.8%
7	1828	6.5%

Latin

Value	Count	Frequency (%)
h	3549	33.3%
o	3549	33.3%
s	3549	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38720	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7681	19.8%
h	3549	9.2%
o	3549	9.2%
s	3549	9.2%
0	3120	8.1%
3	2572	6.6%
6	2465	6.4%
2	2268	5.9%
9	2198	5.7%
8	2129	5.5%
Other values (3)	5640	14.6%

bedrooms
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	22
Distinct (%)	0.6%
Missing	34
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3265132

Minimum	1
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	99
Range	98
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.6721479
Coefficient of variation (CV)	0.80328791
Kurtosis	590.29081
Mean	3.3265132
Median Absolute Deviation (MAD)	1
Skewness	20.334397
Sum	11706
Variance	7.1403742
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
3	1379	38.8%
2	957	26.9%
4	802	22.6%
5	218	6.1%
6	93	2.6%
1	19	0.5%
7	14	0.4%
8	10	0.3%
10	5	0.1%
12	5	0.1%
Other values (12)	17	0.5%
(Missing)	34	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	19	0.5%
2	957	26.9%
3	1379	38.8%
4	802	22.6%
5	218	6.1%
6	93	2.6%
7	14	0.4%
8	10	0.3%
9	2	0.1%
10	5	0.1%

Value	Count	Frequency (%)
99	1	< 0.1%
57	1	< 0.1%
54	1	< 0.1%
50	1	< 0.1%
37	1	< 0.1%
36	1	< 0.1%
21	1	< 0.1%
20	2	0.1%
16	2	0.1%
13	2	0.1%

bathrooms
Real number (ℝ)

Distinct	22
Distinct (%)	0.6%
Missing	29
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	2.6248581

Minimum	1
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	5
Maximum	99
Range	98
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.6964965
Coefficient of variation (CV)	1.0272923
Kurtosis	581.70698
Mean	2.6248581
Median Absolute Deviation (MAD)	1
Skewness	19.819461
Sum	9250
Variance	7.2710935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2	1123	31.6%
3	979	27.6%
1	779	21.9%
4	446	12.6%
5	111	3.1%
6	33	0.9%
7	20	0.6%
8	10	0.3%
9	3	0.1%
12	3	0.1%
Other values (12)	17	0.5%
(Missing)	29	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	779	21.9%
2	1123	31.6%
3	979	27.6%
4	446	12.6%
5	111	3.1%
6	33	0.9%
7	20	0.6%
8	10	0.3%
9	3	0.1%
10	3	0.1%

Value	Count	Frequency (%)
99	1	< 0.1%
57	1	< 0.1%
54	1	< 0.1%
50	1	< 0.1%
36	1	< 0.1%
21	1	< 0.1%
20	2	0.1%
16	1	< 0.1%
15	2	0.1%
13	1	< 0.1%

land_size_m2
Real number (ℝ)

Distinct	481
Distinct (%)	13.5%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	204.80681

Minimum	12
Maximum	8000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	12
5-th percentile	55
Q1	75
median	108
Q3	192
95-th percentile	585
Maximum	8000
Range	7988
Interquartile range (IQR)	117

Descriptive statistics

Standard deviation	402.12775
Coefficient of variation (CV)	1.9634491
Kurtosis	128.26689
Mean	204.80681
Median Absolute Deviation (MAD)	39
Skewness	9.6887812
Sum	727269
Variance	161706.72
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
72	222	6.2%
60	220	6.2%
90	168	4.7%
84	124	3.5%
120	116	3.3%
105	87	2.4%
144	87	2.4%
70	76	2.1%
180	66	1.9%
200	66	1.9%
Other values (471)	2319	65.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
17	2	0.1%
18	5	0.1%
19	1	< 0.1%
20	1	< 0.1%
21	3	0.1%
22	11	0.3%
23	3	0.1%

Value	Count	Frequency (%)
8000	1	< 0.1%
7400	1	< 0.1%
5930	1	< 0.1%
5360	1	< 0.1%
5250	1	< 0.1%
5025	1	< 0.1%
4704	1	< 0.1%
4640	1	< 0.1%
4600	1	< 0.1%
4445	1	< 0.1%

building_size_m2
Real number (ℝ)

Distinct	358
Distinct (%)	10.1%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	186.58744

Minimum	1
Maximum	6000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	1
5-th percentile	36
Q1	65.5
median	112
Q3	208
95-th percentile	550
Maximum	6000
Range	5999
Interquartile range (IQR)	142.5

Descriptive statistics

Standard deviation	248.44347
Coefficient of variation (CV)	1.3315123
Kurtosis	139.16175
Mean	186.58744
Median Absolute Deviation (MAD)	58
Skewness	8.289543
Sum	662572
Variance	61724.158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	144	4.1%
200	125	3.5%
60	111	3.1%
90	111	3.1%
150	109	3.1%
45	104	2.9%
70	92	2.6%
120	90	2.5%
100	86	2.4%
40	75	2.1%
Other values (348)	2504	70.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
21	1	< 0.1%
22	4	0.1%
23	1	< 0.1%
24	1	< 0.1%
27	4	0.1%
28	1	< 0.1%
29	5	0.1%

Value	Count	Frequency (%)
6000	1	< 0.1%
5000	1	< 0.1%
3000	1	< 0.1%
2800	1	< 0.1%
2417	1	< 0.1%
2191	1	< 0.1%
2000	1	< 0.1%
1800	1	< 0.1%
1797	1	< 0.1%
1500	7	0.2%

carports
Real number (ℝ)

Distinct	13
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.197861

Minimum	0
Maximum	15
Zeros	757
Zeros (%)	21.3%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	15
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.114996
Coefficient of variation (CV)	0.93082258
Kurtosis	29.201621
Mean	1.197861
Median Absolute Deviation (MAD)	1
Skewness	3.6830891
Sum	4256
Variance	1.2432161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	1770	49.8%
2	845	23.8%
0	757	21.3%
3	77	2.2%
4	61	1.7%
6	16	0.5%
5	9	0.3%
10	7	0.2%
8	6	0.2%
14	2	0.1%
Other values (3)	3	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	757	21.3%
1	1770	49.8%
2	845	23.8%
3	77	2.2%
4	61	1.7%
5	9	0.3%
6	16	0.5%
7	1	< 0.1%
8	6	0.2%
10	7	0.2%

Value	Count	Frequency (%)
15	1	< 0.1%
14	2	0.1%
12	1	< 0.1%
10	7	0.2%
8	6	0.2%
7	1	< 0.1%
6	16	0.5%
5	9	0.3%
4	61	1.7%
3	77	2.2%

certificate
Categorical

IMBALANCE MISSING

Distinct	4
Distinct (%)	0.1%
Missing	141
Missing (%)	4.0%
Memory size	27.9 KiB

shm - sertifikat hak milik	3001
hgb - hak guna bangunan	209
lainnya (ppjb,girik,adat,dll)	201
hp - hak pakai	1

Length

Max length	29
Median length	26
Mean length	25.989449
Min length	14

Characters and Unicode

Total characters	88676
Distinct characters	24
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	shm - sertifikat hak milik
2nd row	hgb - hak guna bangunan
3rd row	hgb - hak guna bangunan
4th row	shm - sertifikat hak milik
5th row	shm - sertifikat hak milik

Common Values

Value	Count	Frequency (%)
shm - sertifikat hak milik	3001	84.5%
hgb - hak guna bangunan	209	5.9%
lainnya (ppjb,girik,adat,dll)	201	5.7%
hp - hak pakai	1	< 0.1%
(Missing)	141	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	3211	19.5%
hak	3211	19.5%
shm	3001	18.2%
sertifikat	3001	18.2%
milik	3001	18.2%
hgb	209	1.3%
guna	209	1.3%
bangunan	209	1.3%
lainnya	201	1.2%
ppjb,girik,adat,dll	201	1.2%
Other values (2)	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	13044	14.7%
i	12608	14.2%
k	9415	10.6%
a	7645	8.6%
h	6422	7.2%
t	6203	7.0%
s	6002	6.8%
m	6002	6.8%
l	3604	4.1%
-	3211	3.6%
Other values (14)	14520	16.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	71416	80.5%
Space Separator	13044	14.7%
Dash Punctuation	3211	3.6%
Other Punctuation	603	0.7%
Open Punctuation	201	0.2%
Close Punctuation	201	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	12608	17.7%
k	9415	13.2%
a	7645	10.7%
h	6422	9.0%
t	6203	8.7%
s	6002	8.4%
m	6002	8.4%
l	3604	5.0%
r	3202	4.5%
f	3001	4.2%
Other values (9)	7312	10.2%

Space Separator

Value	Count	Frequency (%)
	13044	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3211	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	603	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	201	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	201	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	71416	80.5%
Common	17260	19.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	12608	17.7%
k	9415	13.2%
a	7645	10.7%
h	6422	9.0%
t	6203	8.7%
s	6002	8.4%
m	6002	8.4%
l	3604	5.0%
r	3202	4.5%
f	3001	4.2%
Other values (9)	7312	10.2%

Common

Value	Count	Frequency (%)
	13044	75.6%
-	3211	18.6%
,	603	3.5%
(	201	1.2%
)	201	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	88676	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13044	14.7%
i	12608	14.2%
k	9415	10.6%
a	7645	8.6%
h	6422	7.2%
t	6203	7.0%
s	6002	6.8%
m	6002	6.8%
l	3604	4.1%
-	3211	3.6%
Other values (14)	14520	16.4%

electricity
Categorical

Distinct	30
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

2200 mah	1390
1300 mah	807
lainnya mah	294
4400 mah	269
3500 mah	261
Other values (25)	532

Length

Max length	11
Median length	8
Mean length	8.2780749
Min length	7

Characters and Unicode

Total characters	29412
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.1%

Sample

1st row	4400 mah
2nd row	2200 mah
3rd row	2200 mah
4th row	3500 mah
5th row	3500 mah

Common Values

Value	Count	Frequency (%)
2200 mah	1390	39.1%
1300 mah	807	22.7%
lainnya mah	294	8.3%
4400 mah	269	7.6%
3500 mah	261	7.3%
5500 mah	184	5.2%
3300 mah	94	2.6%
7700 mah	63	1.8%
6600 mah	38	1.1%
11000 mah	26	0.7%
Other values (20)	127	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
mah	3553	50.0%
2200	1390	19.6%
1300	807	11.4%
lainnya	294	4.1%
4400	269	3.8%
3500	261	3.7%
5500	184	2.6%
3300	94	1.3%
7700	63	0.9%
6600	38	0.5%
Other values (21)	153	2.2%

Most occurring characters

Value	Count	Frequency (%)
0	6609	22.5%
a	4141	14.1%
	3553	12.1%
m	3553	12.1%
h	3553	12.1%
2	2804	9.5%
3	1299	4.4%
1	937	3.2%
5	661	2.2%
n	588	2.0%
Other values (8)	1714	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13142	44.7%
Lowercase Letter	12717	43.2%
Space Separator	3553	12.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6609	50.3%
2	2804	21.3%
3	1299	9.9%
1	937	7.1%
5	661	5.0%
4	544	4.1%
7	138	1.1%
6	124	0.9%
9	20	0.2%
8	6	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	4141	32.6%
m	3553	27.9%
h	3553	27.9%
n	588	4.6%
i	294	2.3%
y	294	2.3%
l	294	2.3%

Space Separator

Value	Count	Frequency (%)
	3553	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	16695	56.8%
Latin	12717	43.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6609	39.6%
	3553	21.3%
2	2804	16.8%
3	1299	7.8%
1	937	5.6%
5	661	4.0%
4	544	3.3%
7	138	0.8%
6	124	0.7%
9	20	0.1%

Latin

Value	Count	Frequency (%)
a	4141	32.6%
m	3553	27.9%
h	3553	27.9%
n	588	4.6%
i	294	2.3%
y	294	2.3%
l	294	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29412	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6609	22.5%
a	4141	14.1%
	3553	12.1%
m	3553	12.1%
h	3553	12.1%
2	2804	9.5%
3	1299	4.4%
1	937	3.2%
5	661	2.2%
n	588	2.0%
Other values (8)	1714	5.8%

maid_bedrooms
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.49648185

Minimum	0
Maximum	7
Zeros	2078
Zeros (%)	58.5%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.68572273
Coefficient of variation (CV)	1.3811637
Kurtosis	7.1896447
Mean	0.49648185
Median Absolute Deviation (MAD)	0
Skewness	1.8656329
Sum	1764
Variance	0.47021566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	2078	58.5%
1	1252	35.2%
2	179	5.0%
3	31	0.9%
4	8	0.2%
5	2	0.1%
6	2	0.1%
7	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2078	58.5%
1	1252	35.2%
2	179	5.0%
3	31	0.9%
4	8	0.2%
5	2	0.1%
6	2	0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
6	2	0.1%
5	2	0.1%
4	8	0.2%
3	31	0.9%
2	179	5.0%
1	1252	35.2%
0	2078	58.5%

maid_bathrooms
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.37039122

Minimum	0
Maximum	5
Zeros	2313
Zeros (%)	65.1%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.53602357
Coefficient of variation (CV)	1.4471822
Kurtosis	3.045368
Mean	0.37039122
Median Absolute Deviation (MAD)	0
Skewness	1.3414687
Sum	1316
Variance	0.28732127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	2313	65.1%
1	1179	33.2%
2	50	1.4%
3	8	0.2%
4	2	0.1%
5	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2313	65.1%
1	1179	33.2%
2	50	1.4%
3	8	0.2%
4	2	0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	2	0.1%
3	8	0.2%
2	50	1.4%
1	1179	33.2%
0	2313	65.1%

floors
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	6
Missing (%)	0.2%
Memory size	27.9 KiB

2.0	1986
1.0	1210
3.0	329
4.0	20
5.0	2

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	10641
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	2.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
2.0	1986	55.9%
1.0	1210	34.1%
3.0	329	9.3%
4.0	20	0.6%
5.0	2	0.1%
(Missing)	6	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	1986	56.0%
1.0	1210	34.1%
3.0	329	9.3%
4.0	20	0.6%
5.0	2	0.1%

Most occurring characters

Value	Count	Frequency (%)
.	3547	33.3%
0	3547	33.3%
2	1986	18.7%
1	1210	11.4%
3	329	3.1%
4	20	0.2%
5	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7094	66.7%
Other Punctuation	3547	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3547	50.0%
2	1986	28.0%
1	1210	17.1%
3	329	4.6%
4	20	0.3%
5	2	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	3547	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10641	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	3547	33.3%
0	3547	33.3%
2	1986	18.7%
1	1210	11.4%
3	329	3.1%
4	20	0.2%
5	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10641	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	3547	33.3%
0	3547	33.3%
2	1986	18.7%
1	1210	11.4%
3	329	3.1%
4	20	0.2%
5	2	< 0.1%

building_age
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	42
Distinct (%)	2.0%
Missing	1445
Missing (%)	40.7%
Infinite	0
Infinite (%)	0.0%
Mean	3.8809298

Minimum	0
Maximum	152
Zeros	1051
Zeros (%)	29.6%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	6
95-th percentile	17
Maximum	152
Range	152
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	7.6037083
Coefficient of variation (CV)	1.9592491
Kurtosis	98.466882
Mean	3.8809298
Median Absolute Deviation (MAD)	1
Skewness	6.8072336
Sum	8181
Variance	57.81638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	1051	29.6%
1	199	5.6%
7	125	3.5%
2	106	3.0%
4	81	2.3%
3	68	1.9%
5	63	1.8%
12	62	1.7%
6	58	1.6%
8	43	1.2%
Other values (32)	252	7.1%
(Missing)	1445	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1051	29.6%
1	199	5.6%
2	106	3.0%
3	68	1.9%
4	81	2.3%
5	63	1.8%
6	58	1.6%
7	125	3.5%
8	43	1.2%
9	28	0.8%

Value	Count	Frequency (%)
152	1	< 0.1%
121	1	< 0.1%
52	1	< 0.1%
49	1	< 0.1%
46	1	< 0.1%
45	1	< 0.1%
42	2	0.1%
40	1	< 0.1%
37	1	< 0.1%
36	2	0.1%

year_built
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	46
Distinct (%)	2.2%
Missing	1445
Missing (%)	40.7%
Infinite	0
Infinite (%)	0.0%
Mean	2018.1371

Minimum	1870
Maximum	2052
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	1870
5-th percentile	2005
Q1	2016
median	2021
Q3	2022
95-th percentile	2022
Maximum	2052
Range	182
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	7.6414483
Coefficient of variation (CV)	0.0037863871
Kurtosis	96.724639
Mean	2018.1371
Median Absolute Deviation (MAD)	1
Skewness	-6.6719543
Sum	4254233
Variance	58.391732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
2022	1046	29.4%
2021	199	5.6%
2015	125	3.5%
2020	106	3.0%
2018	81	2.3%
2019	68	1.9%
2017	63	1.8%
2010	62	1.7%
2016	58	1.6%
2014	43	1.2%
Other values (36)	257	7.2%
(Missing)	1445	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1870	1	< 0.1%
1901	1	< 0.1%
1970	1	< 0.1%
1973	1	< 0.1%
1976	1	< 0.1%
1977	1	< 0.1%
1980	2	0.1%
1982	1	< 0.1%
1985	1	< 0.1%
1986	2	0.1%

Value	Count	Frequency (%)
2052	1	< 0.1%
2025	1	< 0.1%
2024	2	0.1%
2023	1	< 0.1%
2022	1046	29.4%
2021	199	5.6%
2020	106	3.0%
2019	68	1.9%
2018	81	2.3%
2017	63	1.8%

property_condition
Categorical

HIGH CORRELATION MISSING

Distinct	7
Distinct (%)	0.2%
Missing	246
Missing (%)	6.9%
Memory size	27.9 KiB

bagus	1437
baru	1328
bagus sekali	261
sudah renovasi	158
butuh renovasi	94
Other values (2)	29

Length

Max length	14
Median length	12
Mean length	5.8929543
Min length	4

Characters and Unicode

Total characters	19488
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	bagus
2nd row	bagus
3rd row	bagus
4th row	bagus sekali
5th row	bagus

Common Values

Value	Count	Frequency (%)
bagus	1437	40.4%
baru	1328	37.4%
bagus sekali	261	7.3%
sudah renovasi	158	4.4%
butuh renovasi	94	2.6%
unfurnished	25	0.7%
semi furnished	4	0.1%
(Missing)	246	6.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
bagus	1698	44.4%
baru	1328	34.7%
sekali	261	6.8%
renovasi	252	6.6%
sudah	158	4.1%
butuh	94	2.5%
unfurnished	25	0.7%
semi	4	0.1%
furnished	4	0.1%

Most occurring characters

Value	Count	Frequency (%)
a	3697	19.0%
u	3426	17.6%
b	3120	16.0%
s	2402	12.3%
g	1698	8.7%
r	1609	8.3%
e	546	2.8%
i	546	2.8%
	517	2.7%
n	306	1.6%
Other values (9)	1621	8.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	18971	97.3%
Space Separator	517	2.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	3697	19.5%
u	3426	18.1%
b	3120	16.4%
s	2402	12.7%
g	1698	9.0%
r	1609	8.5%
e	546	2.9%
i	546	2.9%
n	306	1.6%
h	281	1.5%
Other values (8)	1340	7.1%

Space Separator

Value	Count	Frequency (%)
	517	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	18971	97.3%
Common	517	2.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	3697	19.5%
u	3426	18.1%
b	3120	16.4%
s	2402	12.7%
g	1698	9.0%
r	1609	8.5%
e	546	2.9%
i	546	2.9%
n	306	1.6%
h	281	1.5%
Other values (8)	1340	7.1%

Common

Value	Count	Frequency (%)
	517	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19488	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	3697	19.0%
u	3426	17.6%
b	3120	16.0%
s	2402	12.3%
g	1698	8.7%
r	1609	8.3%
e	546	2.8%
i	546	2.8%
	517	2.7%
n	306	1.6%
Other values (9)	1621	8.3%

building_orientation
Categorical

Distinct	8
Distinct (%)	0.4%
Missing	1647
Missing (%)	46.4%
Memory size	27.9 KiB

selatan	562
timur	530
utara	405
barat	204
barat daya	67
Other values (3)	138

Length

Max length	10
Median length	5
Mean length	6.0823715
Min length	5

Characters and Unicode

Total characters	11593
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	utara
2nd row	utara
3rd row	selatan
4th row	utara
5th row	selatan

Common Values

Value	Count	Frequency (%)
selatan	562	15.8%
timur	530	14.9%
utara	405	11.4%
barat	204	5.7%
barat daya	67	1.9%
timur laut	67	1.9%
tenggara	43	1.2%
barat laut	28	0.8%
(Missing)	1647	46.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
timur	597	28.9%
selatan	562	27.2%
utara	405	19.6%
barat	299	14.5%
laut	95	4.6%
daya	67	3.2%
tenggara	43	2.1%

Most occurring characters

Value	Count	Frequency (%)
a	2847	24.6%
t	2001	17.3%
r	1344	11.6%
u	1097	9.5%
l	657	5.7%
e	605	5.2%
n	605	5.2%
i	597	5.1%
m	597	5.1%
s	562	4.8%
Other values (5)	681	5.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11431	98.6%
Space Separator	162	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	2847	24.9%
t	2001	17.5%
r	1344	11.8%
u	1097	9.6%
l	657	5.7%
e	605	5.3%
n	605	5.3%
i	597	5.2%
m	597	5.2%
s	562	4.9%
Other values (4)	519	4.5%

Space Separator

Value	Count	Frequency (%)
	162	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11431	98.6%
Common	162	1.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	2847	24.9%
t	2001	17.5%
r	1344	11.8%
u	1097	9.6%
l	657	5.7%
e	605	5.3%
n	605	5.3%
i	597	5.2%
m	597	5.2%
s	562	4.9%
Other values (4)	519	4.5%

Common

Value	Count	Frequency (%)
	162	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11593	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	2847	24.6%
t	2001	17.3%
r	1344	11.6%
u	1097	9.5%
l	657	5.7%
e	605	5.2%
n	605	5.2%
i	597	5.1%
m	597	5.1%
s	562	4.8%
Other values (5)	681	5.9%

garages
Real number (ℝ)

Distinct	11
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.70897833

Minimum	0
Maximum	50
Zeros	1921
Zeros (%)	54.1%
Negative	0
Negative (%)	0.0%
Memory size	27.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	50
Range	50
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3118787
Coefficient of variation (CV)	1.8503792
Kurtosis	577.56061
Mean	0.70897833
Median Absolute Deviation (MAD)	0
Skewness	16.851259
Sum	2519
Variance	1.7210258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	1921	54.1%
1	1018	28.7%
2	519	14.6%
4	42	1.2%
3	31	0.9%
6	10	0.3%
5	6	0.2%
10	3	0.1%
12	1	< 0.1%
20	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1921	54.1%
1	1018	28.7%
2	519	14.6%
3	31	0.9%
4	42	1.2%
5	6	0.2%
6	10	0.3%
10	3	0.1%
12	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
50	1	< 0.1%
20	1	< 0.1%
12	1	< 0.1%
10	3	0.1%
6	10	0.3%
5	6	0.2%
4	42	1.2%
3	31	0.9%
2	519	14.6%
1	1018	28.7%

furnishing
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	0.1%
Missing	387
Missing (%)	10.9%
Memory size	27.9 KiB

unfurnished	2066
semi furnished	833
furnished	238
baru	29

Length

Max length	14
Median length	11
Mean length	11.574858
Min length	4

Characters and Unicode

Total characters	36646
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	unfurnished
2nd row	unfurnished
3rd row	unfurnished
4th row	unfurnished
5th row	semi furnished

Common Values

Value	Count	Frequency (%)
unfurnished	2066	58.1%
semi furnished	833	23.4%
furnished	238	6.7%
baru	29	0.8%
(Missing)	387	10.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
unfurnished	2066	51.7%
furnished	1071	26.8%
semi	833	20.8%
baru	29	0.7%

Most occurring characters

Value	Count	Frequency (%)
u	5232	14.3%
n	5203	14.2%
i	3970	10.8%
s	3970	10.8%
e	3970	10.8%
r	3166	8.6%
f	3137	8.6%
h	3137	8.6%
d	3137	8.6%
m	833	2.3%
Other values (3)	891	2.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	35813	97.7%
Space Separator	833	2.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
u	5232	14.6%
n	5203	14.5%
i	3970	11.1%
s	3970	11.1%
e	3970	11.1%
r	3166	8.8%
f	3137	8.8%
h	3137	8.8%
d	3137	8.8%
m	833	2.3%
Other values (2)	58	0.2%

Space Separator

Value	Count	Frequency (%)
	833	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	35813	97.7%
Common	833	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
u	5232	14.6%
n	5203	14.5%
i	3970	11.1%
s	3970	11.1%
e	3970	11.1%
r	3166	8.8%
f	3137	8.8%
h	3137	8.8%
d	3137	8.8%
m	833	2.3%
Other values (2)	58	0.2%

Common

Value	Count	Frequency (%)
	833	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	36646	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
u	5232	14.3%
n	5203	14.2%
i	3970	10.8%
s	3970	10.8%
e	3970	10.8%
r	3166	8.6%
f	3137	8.6%
h	3137	8.6%
d	3137	8.6%
m	833	2.3%
Other values (3)	891	2.4%

Auto

Heatmap
Table

	price_in_rp	lat	long	bedrooms	bathrooms	land_size_m2	building_size_m2	carports	maid_bedrooms	maid_bathrooms	building_age	year_built	garages	city	certificate	electricity	floors	property_condition	building_orientation	furnishing
price_in_rp	1.000	0.240	-0.264	0.740	0.799	0.823	0.904	0.319	0.642	0.661	0.451	-0.451	0.232	0.100	0.000	0.249	0.030	0.038	0.000	0.008
lat	0.240	1.000	-0.172	0.142	0.173	0.032	0.185	-0.013	0.089	0.146	0.105	-0.106	-0.045	0.468	0.142	0.161	0.197	0.091	0.083	0.164
long	-0.264	-0.172	1.000	-0.189	-0.187	-0.100	-0.160	-0.033	-0.115	-0.148	-0.010	0.009	-0.045	0.435	0.067	0.000	0.058	0.035	0.089	0.078
bedrooms	0.740	0.142	-0.189	1.000	0.789	0.650	0.800	0.282	0.464	0.480	0.322	-0.322	0.232	0.061	0.000	0.336	0.454	0.018	0.000	0.083
bathrooms	0.799	0.173	-0.187	0.789	1.000	0.641	0.814	0.322	0.535	0.532	0.255	-0.256	0.235	0.057	0.000	0.439	0.460	0.019	0.000	0.082
land_size_m2	0.823	0.032	-0.100	0.650	0.641	1.000	0.842	0.286	0.593	0.590	0.589	-0.589	0.258	0.098	0.030	0.349	0.041	0.065	0.033	0.052
building_size_m2	0.904	0.185	-0.160	0.800	0.814	0.842	1.000	0.301	0.624	0.627	0.501	-0.501	0.247	0.145	0.000	0.255	0.294	0.071	0.033	0.096
carports	0.319	-0.013	-0.033	0.282	0.322	0.286	0.301	1.000	0.292	0.341	0.067	-0.067	0.154	0.119	0.000	0.359	0.164	0.083	0.000	0.111
maid_bedrooms	0.642	0.089	-0.115	0.464	0.535	0.593	0.624	0.292	1.000	0.792	0.412	-0.411	0.206	0.169	0.075	0.384	0.185	0.098	0.087	0.131
maid_bathrooms	0.661	0.146	-0.148	0.480	0.532	0.590	0.627	0.341	0.792	1.000	0.388	-0.388	0.206	0.192	0.076	0.404	0.200	0.084	0.099	0.176
building_age	0.451	0.105	-0.010	0.322	0.255	0.589	0.501	0.067	0.412	0.388	1.000	-0.999	0.106	0.084	0.060	0.196	0.000	0.217	0.000	0.036
year_built	-0.451	-0.106	0.009	-0.322	-0.256	-0.589	-0.501	-0.067	-0.411	-0.388	-0.999	1.000	-0.106	0.114	0.043	0.202	0.000	0.292	0.087	0.084
garages	0.232	-0.045	-0.045	0.232	0.235	0.258	0.247	0.154	0.206	0.206	0.106	-0.106	1.000	0.078	0.000	0.220	0.384	0.044	0.000	0.070
city	0.100	0.468	0.435	0.061	0.057	0.098	0.145	0.119	0.169	0.192	0.084	0.114	0.078	1.000	0.158	0.234	0.233	0.116	0.108	0.192
certificate	0.000	0.142	0.067	0.000	0.000	0.030	0.000	0.000	0.075	0.076	0.060	0.043	0.000	0.158	1.000	0.076	0.064	0.043	0.088	0.041
electricity	0.249	0.161	0.000	0.336	0.439	0.349	0.255	0.359	0.384	0.404	0.196	0.202	0.220	0.234	0.076	1.000	0.327	0.182	0.076	0.315
floors	0.030	0.197	0.058	0.454	0.460	0.041	0.294	0.164	0.185	0.200	0.000	0.000	0.384	0.233	0.064	0.327	1.000	0.076	0.089	0.164
property_condition	0.038	0.091	0.035	0.018	0.019	0.065	0.071	0.083	0.098	0.084	0.217	0.292	0.044	0.116	0.043	0.182	0.076	1.000	0.112	0.594
building_orientation	0.000	0.083	0.089	0.000	0.000	0.033	0.033	0.000	0.087	0.099	0.000	0.087	0.000	0.108	0.088	0.076	0.089	0.112	1.000	0.069
furnishing	0.008	0.164	0.078	0.083	0.082	0.052	0.096	0.111	0.131	0.176	0.036	0.084	0.070	0.192	0.041	0.315	0.164	0.594	0.069	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	url	price_in_rp	title	address	district	city	lat	long	facilities	property_type	ads_id	bedrooms	bathrooms	land_size_m2	building_size_m2	carports	certificate	electricity	maid_bedrooms	maid_bathrooms	floors	building_age	year_built	property_condition	building_orientation	garages	furnishing
0	https://www.rumah123.com/properti/bekasi/hos11360272/#qid~213b5619-a399-47b3-bfcf-faaef6b542d5	2.990000e+09	Rumah cantik Sumarecon Bekasi\nLingkungan asri, tenang & nyaman	Summarecon Bekasi, Bekasi	Summarecon Bekasi	Bekasi	-6.223945	106.986275	Tempat Jemuran, Jalur Telepon, Taman, Taman	rumah	hos11360272	4.0	4.0	239.0	272.0	0	shm - sertifikat hak milik	4400 mah	0	1	2.0	5.0	2017.0	bagus	NaN	0	unfurnished
1	https://www.rumah123.com/properti/bekasi/hos10680347/#qid~748f5d2d-8d3a-4a4e-a1b4-37c7be7ffc25	1.270000e+09	Rumah Kekinian, Magenta Summarecon Bekasi	Summarecon Bekasi, Bekasi	Summarecon Bekasi	Bekasi	-6.223945	106.986275	Taman	rumah	hos10680347	3.0	2.0	55.0	69.0	1	hgb - hak guna bangunan	2200 mah	0	0	2.0	NaN	NaN	bagus	NaN	0	NaN
2	https://www.rumah123.com/properti/bekasi/hos10685867/#qid~f6c2cf9d-44fa-4c1a-8749-8ee96b116e93	1.950000e+09	Rumah Cantik 2 Lantai Cluster Bluebell Summarecon Bekasi	Summarecon Bekasi, Bekasi	Summarecon Bekasi	Bekasi	-6.223945	106.986275	Jogging Track, Kolam Renang, Masjid, Taman, Jalur Telepon, Keamanan	rumah	hos10685867	3.0	3.0	119.0	131.0	1	hgb - hak guna bangunan	2200 mah	1	1	2.0	NaN	NaN	bagus	NaN	1	unfurnished
3	https://www.rumah123.com/properti/bekasi/hos10927790/#qid~f6c2cf9d-44fa-4c1a-8749-8ee96b116e93	3.300000e+09	Rumah Mewah 2Lantai L10x18 C di Cluster VERNONIA Summarecon Bekasi..	Summarecon Bekasi, Bekasi	Summarecon Bekasi	Bekasi	-6.223945	106.986275	Jalur Telepon, Jogging Track, Track Lari, Kolam Renang, Kolam Renang, Taman, Taman, CCTV, Jalur Telepon, Keamanan	rumah	hos10927790	3.0	3.0	180.0	174.0	0	shm - sertifikat hak milik	3500 mah	1	1	2.0	6.0	2016.0	bagus sekali	utara	2	unfurnished
4	https://www.rumah123.com/properti/bekasi/hos10785530/#qid~1807f915-9393-4e9c-a6d6-eb3d73117a15	4.500000e+09	Rumah Hoek di Cluster Maple Summarecon Bekasi, Bekasi	Summarecon Bekasi, Bekasi	Summarecon Bekasi	Bekasi	-6.223945	106.986275	Jogging Track, Kolam Renang, Taman, Jalur Telepon, Keamanan	rumah	hos10785530	4.0	3.0	328.0	196.0	2	shm - sertifikat hak milik	3500 mah	1	1	2.0	9.0	2013.0	bagus	utara	1	unfurnished
5	https://www.rumah123.com/properti/bekasi/hos11177142/#qid~1807f915-9393-4e9c-a6d6-eb3d73117a15	2.700000e+09	Rumah Siap Huni di Cluster Acasia, Summarecon Bekasi	Summarecon Bekasi, Bekasi	Summarecon Bekasi	Bekasi	-6.223945	106.986275	Jalur Telepon, Taman, Keamanan, Kolam Renang	rumah	hos11177142	3.0	3.0	136.0	200.0	2	shm - sertifikat hak milik	3500 mah	1	1	2.0	9.0	2013.0	bagus	selatan	1	semi furnished
6	https://www.rumah123.com/properti/bekasi/hos10720117/#qid~35c27ac2-b166-4762-83af-d2178576ef1b	2.350000e+09	Rumah di Cluster Maple Summarecon Bekasi	Summarecon Bekasi, Bekasi	Summarecon Bekasi	Bekasi	-6.223945	106.986275	Keamanan, Kolam Renang	rumah	hos10720117	2.0	2.0	144.0	144.0	1	hgb - hak guna bangunan	4400 mah	0	0	2.0	NaN	NaN	NaN	utara	1	NaN
7	https://www.rumah123.com/properti/bekasi/hos10753439/#qid~35c27ac2-b166-4762-83af-d2178576ef1b	4.500000e+09	Rumah Cluster Lotus Summarecon Bekasi	Summarecon Bekasi, Bekasi	Summarecon Bekasi	Bekasi	-6.223945	106.986275	Keamanan, Kolam Renang	rumah	hos10753439	4.0	4.0	216.0	250.0	2	hgb - hak guna bangunan	3500 mah	1	1	2.0	NaN	NaN	NaN	selatan	1	NaN
8	https://www.rumah123.com/properti/bekasi/hos11127849/#qid~35c27ac2-b166-4762-83af-d2178576ef1b	2.900000e+09	Rumah Cluster Palm Summarecon Bekasi	Summarecon Bekasi, Bekasi	Summarecon Bekasi	Bekasi	-6.223945	106.986275	Kitchen Set	rumah	hos11127849	NaN	3.0	200.0	152.0	2	shm - sertifikat hak milik	4400 mah	3	1	2.0	NaN	NaN	NaN	selatan	0	semi furnished
9	https://www.rumah123.com/properti/bekasi/hos11169103/#qid~35c27ac2-b166-4762-83af-d2178576ef1b	2.700000e+09	Rumah Cluster Acacia Summarecon Bekasi	Summarecon Bekasi, Bekasi	Summarecon Bekasi	Bekasi	-6.223945	106.986275	Keamanan 24 jam, Kolam Renang	rumah	hos11169103	3.0	3.0	136.0	200.0	1	shm - sertifikat hak milik	3500 mah	1	1	2.0	NaN	NaN	NaN	selatan	1	semi furnished

	url	price_in_rp	title	address	district	city	lat	long	facilities	property_type	ads_id	bedrooms	bathrooms	land_size_m2	building_size_m2	carports	certificate	electricity	floors	building_age	year_built	property_condition	building_orientation	garages	furnishing
3543	https://www.rumah123.com/properti/tangerang/hos11364171/#qid~de3482b1-2665-4625-8388-e73221c6121f	7.850000e+08	Rumah Elegan 2 Lantai SHM Lokasi Strategis	Cimone, Tangerang	Cimone	Tangerang	-6.190701	106.610469	Masjid, Keamanan, Taman, Jogging Track, Tempat Jemuran, Jalur Telepon, Keamanan 24 jam, Track Lari, Akses Parkir, One Gate System, Jalur Telepon	rumah	hos11364171	3.0	2.0	85.0	60.0	1	shm - sertifikat hak milik	1300 mah	2.0	0.0	2022.0	baru	utara	0	unfurnished
3544	https://www.rumah123.com/properti/tangerang/hos11364171/#qid~7724b384-c2e7-421e-85bb-1b5687e654d1	7.850000e+08	Rumah Elegan 2 Lantai SHM Lokasi Strategis	Cimone, Tangerang	Cimone	Tangerang	-6.190701	106.610469	Masjid, Keamanan, Taman, Jogging Track, Tempat Jemuran, Jalur Telepon, Keamanan 24 jam, Track Lari, Akses Parkir, One Gate System, Jalur Telepon	rumah	hos11364171	3.0	2.0	85.0	60.0	1	shm - sertifikat hak milik	1300 mah	2.0	0.0	2022.0	baru	utara	0	unfurnished
3545	https://www.rumah123.com/properti/tangerang/hos11363405/#qid~7abe792b-a7f3-4c78-9517-85af54405a53	6.850000e+08	Rumah Mewah Murah 2 Lantai SHM Free Biaya Biaya Surat Bebas Banjir	Babakan, Tangerang	Babakan	Tangerang	-6.190893	106.635970	Akses Parkir, Masjid, Jogging Track, Taman, Tempat Jemuran, Jalur Telepon, Keamanan, Keamanan 24 jam, Masjid, Track Lari, Taman, One Gate System, Jalur Telepon	rumah	hos11363405	3.0	2.0	64.0	60.0	1	shm - sertifikat hak milik	1300 mah	2.0	0.0	2022.0	baru	timur	0	unfurnished
3546	https://www.rumah123.com/properti/tangerang/hos11361469/#qid~9b7c3e11-2c18-4559-a637-16b29b361aad	1.200000e+09	Dijual Rumah 2 Lantai Bagus Cluster di Tangerang Selatan SHM	Babakan, Tangerang	Babakan	Tangerang	-6.190893	106.635970	Taman, Tempat Jemuran, Jalur Telepon, One Gate System, Keamanan 24 jam, AC, Wastafel, Playground	rumah	hos11361469	3.0	2.0	60.0	78.0	1	shm - sertifikat hak milik	5500 mah	2.0	1.0	2021.0	bagus	barat	0	unfurnished
3547	https://www.rumah123.com/properti/tangerang/hos11361447/#qid~c984c56a-bc1e-499a-afc7-2d459a55dd65	6.850000e+08	Rumah Mewah Murah 2 Lantai Include Biaya Biaya Surat	Babakan, Tangerang	Babakan	Tangerang	-6.190893	106.635970	Akses Parkir, Masjid, Keamanan, Jogging Track, Taman, Tempat Jemuran, Jalur Telepon, Keamanan 24 jam, Masjid, Track Lari, Taman, One Gate System	rumah	hos11361447	3.0	2.0	64.0	60.0	1	shm - sertifikat hak milik	1300 mah	2.0	0.0	2022.0	baru	timur	0	unfurnished
3548	https://www.rumah123.com/properti/tangerang/hos11361759/#qid~9b7c3e11-2c18-4559-a637-16b29b361aad	5.880000e+08	Terbaru Cluster Minimalis Sudimara Dekat Stasiun	Jombang, Tangerang	Jombang	Tangerang	-6.296615	106.704601	Masjid, Taman, Tempat Jemuran, Keamanan 24 jam, AC, Wastafel, CCTV, Track Lari, Taman, One Gate System	rumah	hos11361759	2.0	1.0	72.0	36.0	1	shm - sertifikat hak milik	1300 mah	1.0	0.0	2022.0	baru	NaN	1	furnished
3549	https://www.rumah123.com/properti/tangerang/hos11359615/#qid~0d9492e8-7326-465d-85ee-e54559fedc26	7.850000e+08	Rumah Modern Asri dan Nyaman Bebas Banjir Lokasi Strategis	Lengkong Kulon, Tangerang	Lengkong Kulon	Tangerang	-6.283454	106.638775	Masjid, Keamanan, Jogging Track, Taman, Tempat Jemuran, Jalur Telepon, Keamanan 24 jam, Masjid, Track Lari, Taman, One Gate System	rumah	hos11359615	3.0	2.0	85.0	60.0	1	shm - sertifikat hak milik	1300 mah	2.0	0.0	2022.0	baru	utara	0	unfurnished
3550	https://www.rumah123.com/properti/tangerang/hos11359594/#qid~0d9492e8-7326-465d-85ee-e54559fedc26	7.550000e+08	Rumah Mewah Murah 2 Lantai Gratis Biaya Biaya Surat Lokasi Strategis	Lengkong Kulon, Tangerang	Lengkong Kulon	Tangerang	-6.283454	106.638775	Keamanan, Taman, Jogging Track, Tempat Jemuran, Jalur Telepon, Masjid, Track Lari	rumah	hos11359594	3.0	2.0	78.0	60.0	1	shm - sertifikat hak milik	1300 mah	2.0	0.0	2022.0	baru	utara	0	unfurnished
3551	https://www.rumah123.com/properti/tangerang/hos11359313/#qid~5d5b05f9-ab0d-4774-ae61-bddd6e38b7f0	8.000000e+08	Rumah 2 Lantai Dekat Perkantoran BSD City AEON TOL Dan Stasiun	BSD Provance Parkland, Tangerang	BSD Provance Parkland	Tangerang	-6.288237	106.665859	Tempat Jemuran, Keamanan, Keamanan 24 jam, Wastafel, Taman, One Gate System	rumah	hos11359313	3.0	2.0	60.0	65.0	2	shm - sertifikat hak milik	2200 mah	2.0	0.0	2022.0	baru	selatan	0	furnished
3552	https://www.rumah123.com/properti/tangerang/hos11358964/#qid~5d5b05f9-ab0d-4774-ae61-bddd6e38b7f0	6.550000e+08	Rumah 2 Lantai Harga 1 Lantai Di Pamulang, Free Biaya Biaya	Sudimara, Tangerang	Sudimara	Tangerang	-6.296963	106.710635	Kulkas, Masjid, Taman, Lapangan Bola, Tempat Jemuran, Jalur Telepon, Lapangan Bulu Tangkis, Track Lari, Keamanan 24 jam, Wastafel, Akses Parkir, One Gate System, AC, Tempat Laundry, Playground	rumah	hos11358964	3.0	2.0	64.0	60.0	1	shm - sertifikat hak milik	1300 mah	2.0	0.0	2022.0	baru	timur	2	semi furnished

Overview

Variables

Common Values

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Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

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Most frequent character per block

ASCII

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Most frequent character per category

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Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Other Number

Other Symbol

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Control

Open Punctuation

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Most occurring scripts

Most frequent character per script

Latin

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ASCII

None

Dingbats

Common Values

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Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII